最少使用 3090 即可训练自己的比特大脑（miniLLM）🧠（进行中）. Train your own BitBrain(A mini LLM) with just an RTX 3090 minimum.
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May 4, 2026 - Python
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mini-llm
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Building a complete LLM from scratch. No libraries. No shortcuts. Just NumPy, math, and first principles.
python nlp machine-learning natural-language-processing deep-learning neural-network numpy transformers embeddings artificial-intelligence language-model attention-mechanism from-scratch tokenization self-attention ai-engineering llm generative-ai mini-llm llm-from-scratch
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Jul 12, 2026 - Python
Personal hub of LM implementations, NLP experiments, and inference workflows 🛠️
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Jul 2, 2026 - Python
Budget Buddy is a finance chatbot built using Chainlit and the LLaMA language model. It analyzes PDF documents, such as bank statements and budget reports, to provide personalized financial advice and insights. The chatbot is integrated with Hugging Face for model management, offering an interactive way to manage personal finances.
chatbot torch embeddings accelerate llama pypdf pdf-parse sentence-transformers huggingface-transformers langchain huggingface-hub vector-store ctransformers chainlit bitsandbytes mini-llm faiss-vector-database faiss-cpu langchain-community
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Dec 10, 2024 - Python
Framework-agnostic IR architecture for tiny code LLMs (38M params, Transformer Decoder, RoPE, SwiGLU, GQA) | 框架无关 IR 架构的微型代码语言模型
python nlp training machine-learning ai deep-learning inference pytorch transformer code-generation framework-agnostic language-model rope onnx gqa llm gguf mini-llm swiglu ir-architecture
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Jun 18, 2026 - Python
A chrome extension developed to help you fill forms with AI, imagine not having to fill job applications by yourself - yes it does it.
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Oct 31, 2023 - Python
An educational GPT-style Transformer Language Model built from scratch in Python and PyTorch featuring custom tokenization, embeddings, positional encoding, causal masked self-attention, multi-head attention, autoregressive text generation, checkpointing, and temperature/top-k sampling.
python nlp machine-learning natural-language-processing deep-learning pytorch artificial-intelligence transformer educational attention gpt language-model from-scratch educational-project self-attention self-attention-implementation llm mini-llm
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Jul 4, 2026 - Python
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